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Advances, Systems and Applications

Table 5 Gradient descent output for costminimization

From: A novel revenue optimization model to address the operation and maintenance cost of a data center

Year

New server

Power and cooling

Elasticity (α)

Elasticity (β)

Min. Cost

1996

62

5

1.3732

0.0091

56.2716

1997

65

5

1.3729

0.0102

58.0163

1998

62

10

1.3732

0.0091

56.2716

1999

60

10

1.3747

0.0031

55.3465

2000

65

10

1.3729

0.0102

58.0163

2001

55

15

1.3724

0.0123

51.9474

2002

45

15

1.3712

0.0170

45.7922

2003

47

15

1.3745

0.0039

47.5236

2004

50

20

1.3742

0.0049

49.2799

2005

52

20

1.3726

0.0116

50.1856

2006

55

20

1.3724

0.0123

51.9474

2007

56

30

1.3737

0.0069

52.7832

2008

57

30

1.3750

0.0017

53.6839

2009

58

30

1.3722

0.0131

53.7031

2010

59

40

1.3735

0.0080

54.5258

2011

60

40

1.3747

0.0031

55.3465

2012

60

40

1.3747

0.0031

55.3465